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Record W7162205697 · doi:10.82308/51696

Research Impact on the Move: A Study of Capacity Development for Reciprocal Knowledge Mobilization in Canada

2024· dissertation· en· W7162205697 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldSocial Sciences
TopicCommunity and Sustainable Development
Canadian institutionsnot available
Fundersnot available
KeywordsCapacity developmentReciprocity (cultural anthropology)Capacity buildingReciprocalQualitative researchBridging (networking)

Abstract

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This doctoral thesis provides a systematic investigation into the capacity development for knowledge mobilization (KMb) within the field of education. Despite the substantial body of research evidence that could significantly enhance educational outcomes, there remains a considerable disconnection between these findings and their practical application. This doctoral study investigates the challenges and mechanisms of KMb, focusing on capacity development and reciprocity as pivotal elements in bridging this gap.The manuscript-based study adopts a multi-level approach to identify and address the gaps in the literature on capacity development for KMb and reciprocity of KMb relationships between academics and community-based organizations (CBOs). This approach involves a systematic scoping review of the related literature, followed by qualitative interviews with end beneficiaries such as graduate students and CBOs. The scoping review methodology (Chapter 3) delves into the nuances of capacity development for KMb processes and emphasizes the need for tailored initiatives that align with specific contextual needs and challenges. The chapter also highlights a pervasive inconsistency between the articulated goals of research organizations and their actual KMb capacity development practices, potentially undermining the efficacy of KMb efforts. It calls for a more integrated and systematic approach to enhance the accessibility and availability of capacity support. Informed by the gaps in the literature and the inconsistency between research evidence and current practices of capacity development for KMb, the doctoral research explores the challenges faced by graduate students in the Faculty of Education at McGill University as they engage in KMb activities (Chapter 4). It particularly focuses on capacity development needs within the context of Canadian higher education. The study uses a qualitative case study approach to gain an in-depth understanding and capture the nuances of experiences. It identifies substantial barriers to effective engagement in KMb activities due to inadequate organizational support and misaligned incentive structures. Furthermore, the research underscores the importance of developing KMb capacities tailored to graduate students' specific needs, including connecting and engaging with non-university partners and the practical application of research findings.As Chapters 3 and 4 emphasize a relational approach to building capacities for KMb and creating supportive infrastructures for active engagement with non-university partners, the study in Chapter 5 progresses to incorporate a more critical approach to KMb by drawing on the concept of reciprocity. It investigates the viewpoints and perspectives of CBOs in Montreal about their challenges in participating in KMb and receiving benefits for their contributions to the KMb process. This approach acknowledges the unique and strategic position of community organizations in amplifying the reach of research evidence while emphasizing the need for more beneficial and equitable arrangements for KMb structures. The study's findings highlight several barriers to effective KMb engagement for community organizations, including limited access to resources, insufficient training in research, and a lack of recognition of the value of community knowledge.In conclusion, this doctoral research provides a comprehensive understanding of the systemic challenges and opportunities in KMb across academic and non-academic domains, advocating for a more inclusive and effective KMb ecosystem. It offers practical strategies to enhance KMb practices through capacity development and reciprocal KMb relationships. It calls for an integrated approach to capacity development that views KMb not only through a technical academic lens but also as a social process that recognizes the unique needs and benefits of non-university partners

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.120
GPT teacher head0.438
Teacher spread0.319 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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